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Page 1: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona1

PeterZaitsev

MySQLvsMongoDBChoosingrighttechnologyforyourapplication

CEO,PerconaSCALE15x3March2017,Pasadena,CA

Page 2: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona2

MySQLvsMongoDB

VS

Page 3: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona3

BiggerQuestion

WhatOpenSourceDatabaseTechnologies IshouldbeusingforMy

Application?

Page 4: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona4

EvenBiggerQuestion

WhatDatabaseTechnologiesIshouldbeusingforMyApplication

Page 5: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona5

OpenSource

IncreasingnumberofOpenSourceFirstCompanies

OnlyuseProprietarySoftwarewhentherearenootherchoices

Cost,ReducedVendorLockInarethemainfactors

Page 6: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona6

OpenSourcevsProprietarytrends

Page 7: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona7

NewGenerationTechnologies– OpenSource

Page 8: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona8

PolyglotPersistence

ChooseMultipleDatabasesystems

UseTheirStrongSides

Page 9: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona9

ArchitectureExamples

MainOperationStore+AuxiliaryServices

MicroServiceswiththeirownstores

DataBus/DataFlow

Page 10: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona10

ForExample

MySQLasmaindatastore

UseMemcacheorRedisforcaching

ElasticSearchforSearch

KafkatotransferdatatoElasticSearch,Hadoop

Page 11: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona11

ChoosingtheDataStore

SQL(Relational)

NoSQL(NonRelational)

Page 12: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona12

ManyNoSQLDataModels

KeyValue(Memcache)

WideColumn(Cassandra)

Document(MongoDB)

Graph(Neo4J)

Page 13: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona13

WhyMySQLvsMongoDB?

Page 14: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona14

MyMySQLvsMongoDB

MostPopularOpenSourceRelationalandNonRelationalstorage

BothTechnologiesstartedwithFocusonExceptionalEaseofUse

Theseare2TechnologieswefocusatPercona

Page 15: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona15

PerconaSoftwareforMySQLandMongoDB

MySQL

• PerconaServerforMySQL• PerconaXtraDBCluster• PeronaXtrabackup• PerconaToolkit• PerconaMonitoringandManagement

• TokuDBStorageEngine

MongoDB

• PerconaServerforMySQL•MongoRocksDBStorageEngine(RocksDBBased)

• PerconaMemoryEngineforMongoDB

• PerconaToolkit• PerconaMonitoringandManagement

Page 16: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona16

FullDisclosure

IPersonallyknowMySQLmuchbetterthan

MongoDB

Page 17: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona17

NoSQLonMySQL

StartingMySQL5.7MySQLSupportsNoSQLInterface

MongoDBLikeCRUDaccess

WithTransactionSupport

WithoutGoodShardingSolution

Notyetcommonlyadopted

Page 18: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona18

TopThingstoConsider

TeamPreferencesandExperience

DevelopmentProcessandApplicationLifecycle

DataModel TransactionsandConsistency

Performance Scalability Administration Legal

Page 19: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona19

TeamPreferencesandExperience

AbsolutelyKeyQuestion!

UnlovedTechnology– RecipeforDisaster

Problemsmayhavemorethanonesolution

ConsiderOriginalDevelopmentandFullLifecycle

Page 20: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona20

TeamExperienceMySQLvsMongoDB

MySQL

• VeryMatureTechnology• SQLStandard• Easiertomovetootherrelationaldatabases

• Transactions• AlotofChoices

MongoDB

•ModernandDynamic• DonotneedtolearnnastySQL• DynamicSchema• ComplexQueriesarerecipeforcomplexproblems

• EasierScalability• NativeIntegrationJavascript,JSON

Page 21: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona21

DevelopmentProcessandLifeCycle

FasterDevelopmentpaceormorecontrol?

DataAlwaysHaveSchema

IsDataBelongtoApplicationorusedbyMultipleApplications

ApplicationLifeTime

ApplicationActivedevelopmenttime

Page 22: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona22

DevelopmentinMySQLandMongoDB

MySQL

• RelationalDatabaserequiresmoreplanningandcontrol

• Easytousedatafrommanyapplications

• Manyapplications15+Years• CanuseSQLandNoSQLInterface

MongoDB

• DevelopmentPace• NoNeedtoSynchronizeSchemabetweenApplicationandDatabase

• ClearPathtoScalability

Page 23: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona23

DataModel

OptimalDataModeldependsontheApplicationandTeamExperince

Page 24: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona24

DataModelinMySQLvsMongoDB

MySQL

• RelationalDataModel• Easytoreflectrelationshipsbetweenobjects

• Changedatainoneplace• QueryResult- Table

MongoDB

• DocumentOrientedDataModel• Documentscanembedotherdocuments

• EasytorepresentJSONdatacommoninWebApplications

• ComplexJOINscanoftenbeavoided• QueryResult– ListofDocuments(differentstructure)

Page 25: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona25

ModelDesignExample

PeopleandtheirPassports

Peoplemayhavemorethanonpassport

NotEveryoneHasaPassport

Page 26: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona26

RelationalSchemaDesign

Page 27: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona27

EasyToAnswerVariousQuestions• NumberofPeople

• SELECTcount(*)FROMpeople• ValidityDateofPersonspassport

• SELECTvalid_until frompassportsps joinpeoplepl ONps.people_id =pl.idWHEREname='Stephane‘

• WhoDoesnothaveAPassport?• SELECTnameFROMpeoplepl LEFTJOINpassportsps ONps.people_id =

pl.idWHEREps.idISNULL

Page 28: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona28

MongoDBDesignExample

Page 29: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona29

MongoDBandMySQLTerms

MySQL

• Database/Schema• Table• Row• Column• PrimaryKey• Join

MongoDB

• Database• Collection• Document• Field• PrimaryKey• EmbeddedDocumentorLinking

Page 30: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona30

AccessLanguage

SQL

•Structured•Query•Language

CRUD

•Create•Read•Update•Delete

Page 31: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona31

SQLvsCRUD- InsertSQL CRUD

Page 32: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona32

SQLvsCRUDUpdate

Page 33: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona33

SQLvsCRUD- Delete

Page 34: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona34

SQLvsCRUD- Search

Page 35: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona35

SQLvsCRUD- Count

Page 36: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona36

SQLvsCRUD- Aggregation

Page 37: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona37

TransactionsandConsistency

• Atomicity• Consistency• Isolation• Durability

Page 38: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona38

TransactionsinMySQLvsMongoDB

MySQL

•ACIDTransactionsofarbitrarysize

MongoDB

•ACIDonthedocumentlevel

Page 39: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona39

MongoDBReadsareDirtyReads

ReadingaLargeResultwillReturnDocumentsfromdifferentpointintime

SameDocumentCan(rarely)beReturnedMorethanOnce

Page 40: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona40

Performance

VeryHardtoCompareDirectly

DependsalotontheApplicationArchitecture

ManyBenchmarkscomparedifferentDurabilityorSettings

MongoDBScalesBettersosinglenodeperformancelessofafocus

Page 41: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona41

MySQLvsMongoDBPerformanceTestbyMarkCallaghan:http://bit.ly/2epDJqD

Page 42: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona42

Scalablilty

•Scalabilitywithinsinglesystem•Scalabilityformultiplesystems•Scalingreads,writes,datasize

WhatdoIneedtodotoscalemyApplicationfrom100to100.000.000

users?

Page 43: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona43

ScalabilityMySQLandMongoDB

MySQL

• Scaleswellwithsinglesystemsize

• CanbescaledtoFacebookScale• Easytoscaleformediumsizeapplications

• ScalingReadswithReplication• ShardingisPainful

MongoDB

• Scalabilitywasfocuseduponfromtheearlyversions

• BuiltinSharding• ShardingforScalability,ReplicationisforHA

Page 44: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona44

DatabaseOperationsWhatDevelopersdonotlikethinkingabout

Automation

Backups

VersionUpdates

Monitoring

DisasterRecovery

PerformanceManagement

Page 45: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona45

OperationsMySQLandMongoDB

MySQL

• Flexibility• Manywaystosolveproblems• ManyOpenSourceToolsavailable

• OutoftheboxManualFailoverinReplication

MongoDB

• Simplicity• VirtuallyZeroAdministration• FewerOpenSourceOperationTools

• StrongConnectiontoMongoDBOpsManager

Page 46: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona46

License

MySQL

•GPLorProprietary

MongoDB

•AGPLorProprietary

Page 47: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona47

SolvedMongoDBProblems• PoorconcurrentwriteperformancewithMMAPv1

• FixedbyWiredTiger andMongoRocks• PoordiskspaceusagewithMMAPv1

• FixedbyWiredTiger andMongoRocks• Nowaytovalidatedocuments

• DocumentValidationsinceMongoDB3.2• NoJOIN

• LimitedsupportinaggregationframeworkstartingMongoDB3.2

Page 48: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona48

TypicalMySQLExample

• FullFeatureTransactionsareimportant• RelationalModelisagoodfit• Datasizeistypicallynotrequiringsharding• LongTermApplicationdevelopment• Samedatausedbymanyapplicationsdirectly

OnlineEcommerce

Page 49: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona49

TypicalMongoDBExample

• Extremescalingmightbeneededifgamebecomespopular

• Dataisusedbyoneapplication• Dataiscomplicatedanddoesnotfitrelationalmodelwell

• Documentlevelconsistencyisoftenenough• Lowpaceofdevelopmentafter“launch”

OnlineGame

Backend

Page 50: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona50

ExtraMaterialOtherthingsworthsharing

Page 51: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona51

JustReleased!

Page 52: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona52

PerconaServerforMongoDB3.4

100%FreeandOpenSource

100%CompatiblewithMongoDB3.4

AdditionalMemoryEngineandMongoRocks

PluggableAuthenticationas

inMongoDBEnterprise

AuditingasinMongoDBEnterprise

AdvancedQueryPerformanceMonitoring

HotBackupsforWiredTiger

Page 53: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona53

PerconaMonitoringandManagement

• Comprehensive Database Focused Monitoring

• 100% Open Source Roll-your-own solution

• Easy to install and use

• Supports MySQL and MongoDB

• Version 1.1 focuses on Trending and Query Analyses

• Management Features to Come

Page 54: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona54

WhatQueriesarecausingtheload?

Page 55: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona55

Whyaretheycausingthisload?

Page 56: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona56

Howtofixthem

Page 57: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona57

SystemInformation

Page 58: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona58

WhathappensonOSandHardwareLevel

Page 59: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona59

AswellasDatabaseLevel

Page 60: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona60

DetailedMongoDBStorageEngineMonitoring

Page 61: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona61

CheckouttheDemohttp://pmmdemo.percona.com

Page 62: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona62

Page 63: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona63

Page 64: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona64

MeetusatBooth#219

Page 65: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

©2017Percona65

AboutPerconaSolutionsforyoursuccesswithMySQLandMongoDB

Support,ManagedServices,Software

OurSoftwareis100%OpenSource

SupportBroadEcosystem– MySQL,MariaDB,AmazonRDS

InBusinessformorethan10years

Morethan3000customers,includingtopInternetcompaniesandenterprises

Page 66: MySQL vs MongoDB - Percona · My MySQL vs MongoDB Most Popular Open Source Relational and Non Relational storage Both Technologies started with Focus on Exceptional Ease of Use

DATABASE PERFORMANCEMATTERS

DatabasePerformanceMattersDatabasePerformanceMattersDatabasePerformanceMattersDatabasePerformanceMattersDatabasePerformanceMatters


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